Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.56 ND Moderate positive 0.80 0.00 Free Expression
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 ND Mild positive 0.80 0.00 AI ethics
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite Delta
Preamble ND ND
Article 1 ND ND
Article 2 ND ND
Article 3 ND ND
Article 4 ND ND
Article 5 ND ND
Article 6 ND ND
Article 7 ND ND
Article 8 ND ND
Article 9 ND ND
Article 10 ND ND
Article 11 ND ND
Article 12 ND ND
Article 13 ND ND
Article 14 ND ND
Article 15 ND ND
Article 16 ND ND
Article 17 ND ND
Article 18 ND ND
Article 19 ND ND
Article 20 ND ND
Article 21 ND ND
Article 22 ND ND
Article 23 ND ND
Article 24 ND ND
Article 25 ND ND
Article 26 ND ND
Article 27 ND ND
Article 28 ND ND
Article 29 ND ND
Article 30 ND ND
+0.56 No one wants to read your AI slop (pluralistic.net)
18 points by flancian 4 hours ago | 3 comments on HN | Moderate positive ~lite vlite-1.4
Summary ~lite Free Expression Advocates
Cory Doctorow critiques AI-generated content, implying rights concerns
EQ 0.70
SO 0.60
TD 0.80
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 13 HN snapshots · 13 evals
+1 0 −1 HN
Audit Trail 28 entries
2026-03-02 15:16 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 15:16 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
ED, critical of AI-generated content, implicit rights discussion
2026-03-02 14:59 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-02 14:59 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial tech critique
2026-03-02 14:27 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 14:27 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
ED, critical of AI-generated content, implicit rights discussion
2026-03-02 14:22 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 14:22 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
ED, critical of AI-generated content, implicit rights discussion
2026-03-02 14:20 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-02 14:20 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial tech critique
2026-03-02 13:39 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 13:39 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
ED, critical of AI-generated content, implicit rights discussion
2026-03-02 13:36 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-02 13:36 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial tech critique
2026-03-02 12:59 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 12:59 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
ED, critical of AI-generated content, implicit rights discussion
2026-03-02 12:57 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-02 12:57 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial tech critique
2026-03-02 12:12 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 12:12 model_divergence Cross-model spread 0.36 exceeds threshold (2 models) - -
2026-03-02 12:12 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
ED, critical of AI-generated content, implicit rights discussion
2026-03-02 12:11 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-02 12:11 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial tech critique
2026-03-02 11:36 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 11:36 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive)
reasoning
ED, critical of AI-generated content, implicit rights discussion
2026-03-02 11:36 model_divergence Cross-model spread 0.36 exceeds threshold (2 models) - -
2026-03-02 11:36 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-02 11:36 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
Editorial tech critique